Pandas Profiling Report

Dataset statistics

Number of variables	25
Number of observations	625
Missing cells	3757
Missing cells (%)	24.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	122.2 KiB
Average record size in memory	200.2 B

Variable types

Numeric	8
Categorical	15
Unsupported	2

Alerts

`ended` has a high cardinality: 105 distinct values	High cardinality
`genres` has a high cardinality: 159 distinct values	High cardinality
`links_previousepisode_href` has a high cardinality: 625 distinct values	High cardinality
`links_self_href` has a high cardinality: 625 distinct values	High cardinality
`name` has a high cardinality: 623 distinct values	High cardinality
`officialSite` has a high cardinality: 567 distinct values	High cardinality
`premiered` has a high cardinality: 399 distinct values	High cardinality
`summary` has a high cardinality: 549 distinct values	High cardinality
`url` has a high cardinality: 625 distinct values	High cardinality
`runtime` is highly correlated with `averageRuntime`	High correlation
`averageRuntime` is highly correlated with `runtime`	High correlation
`runtime` is highly correlated with `averageRuntime`	High correlation
`averageRuntime` is highly correlated with `runtime`	High correlation
`runtime` is highly correlated with `averageRuntime`	High correlation
`averageRuntime` is highly correlated with `runtime`	High correlation
`schedule_time` is highly correlated with `links_nextepisode_href`	High correlation
`schedule_days` is highly correlated with `links_nextepisode_href`	High correlation
`links_nextepisode_href` is highly correlated with `schedule_time` and 4 other fields	High correlation
`status` is highly correlated with `links_nextepisode_href`	High correlation
`type` is highly correlated with `links_nextepisode_href`	High correlation
`language` is highly correlated with `links_nextepisode_href`	High correlation
`show_id` is highly correlated with `weight` and 2 other fields	High correlation
`type` is highly correlated with `status` and 4 other fields	High correlation
`language` is highly correlated with `status` and 4 other fields	High correlation
`status` is highly correlated with `type` and 3 other fields	High correlation
`runtime` is highly correlated with `type` and 3 other fields	High correlation
`averageRuntime` is highly correlated with `type` and 2 other fields	High correlation
`schedule_time` is highly correlated with `type` and 3 other fields	High correlation
`schedule_days` is highly correlated with `links_nextepisode_href` and 1 other fields	High correlation
`rating_average` is highly correlated with `links_nextepisode_href`	High correlation
`weight` is highly correlated with `show_id` and 1 other fields	High correlation
`updated` is highly correlated with `links_nextepisode_href`	High correlation
`links_nextepisode_href` is highly correlated with `show_id` and 11 other fields	High correlation
`webChannel_id` is highly correlated with `language` and 2 other fields	High correlation
`network_id` is highly correlated with `show_id` and 4 other fields	High correlation
`averageRuntime` has 32 (5.1%) missing values	Missing
`ended` has 406 (65.0%) missing values	Missing
`image` has 625 (100.0%) missing values	Missing
`language` has 8 (1.3%) missing values	Missing
`links_nextepisode_href` has 593 (94.9%) missing values	Missing
`network` has 625 (100.0%) missing values	Missing
`network_id` has 573 (91.7%) missing values	Missing
`officialSite` has 58 (9.3%) missing values	Missing
`rating_average` has 530 (84.8%) missing values	Missing
`runtime` has 214 (34.2%) missing values	Missing
`summary` has 76 (12.2%) missing values	Missing
`webChannel_id` has 17 (2.7%) missing values	Missing
`links_nextepisode_href` is uniformly distributed	Uniform
`links_previousepisode_href` is uniformly distributed	Uniform
`links_self_href` is uniformly distributed	Uniform
`name` is uniformly distributed	Uniform
`officialSite` is uniformly distributed	Uniform
`summary` is uniformly distributed	Uniform
`url` is uniformly distributed	Uniform
`links_previousepisode_href` has unique values	Unique
`links_self_href` has unique values	Unique
`show_id` has unique values	Unique
`updated` has unique values	Unique
`url` has unique values	Unique
`image` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`network` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`weight` has 7 (1.1%) zeros	Zeros

Reproduction

Analysis started	2022-08-01 02:19:42.938504
Analysis finished	2022-08-01 02:19:49.106121
Duration	6.17 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

averageRuntime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	89
Distinct (%)	15.0%
Missing	32
Missing (%)	5.1%
Infinite	0
Infinite (%)	0.0%
Mean	36.04890388

Minimum	1
Maximum	300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	16
median	29
Q3	46
95-th percentile	90
Maximum	300
Range	299
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	31.11659584
Coefficient of variation (CV)	0.863177309
Kurtosis	15.10927654
Mean	36.04890388
Median Absolute Deviation (MAD)	16
Skewness	3.034746571
Sum	21377
Variance	968.2425368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	40	6.4%
45	39	6.2%
60	33	5.3%
25	27	4.3%
20	21	3.4%
15	20	3.2%
50	18	2.9%
10	17	2.7%
5	16	2.6%
12	15	2.4%
Other values (79)	347	55.5%
(Missing)	32	5.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	0.3%
2	5	0.8%
3	5	0.8%
4	4	0.6%
5	16	2.6%
6	6	1.0%
7	8	1.3%
8	7	1.1%
9	5	0.8%
10	17	2.7%

Value	Count	Frequency (%)
300	1	0.2%
211	1	0.2%
195	1	0.2%
193	1	0.2%
188	1	0.2%
181	1	0.2%
180	2	0.3%
135	1	0.2%
130	1	0.2%
129	1	0.2%

ended
Categorical

HIGH CARDINALITY
MISSING

Distinct	105
Distinct (%)	47.9%
Missing	406
Missing (%)	65.0%
Memory size	5.0 KiB

2020-12-18	10
2020-12-10	9
2020-12-11	7
2020-12-16	7
2020-12-22	5
Other values (100)	181

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	2190
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	62 ?
Unique (%)	28.3%

Sample

1st row	2020-12-11
2nd row	2020-12-22
3rd row	2020-12-08
4th row	2020-12-01
5th row	2020-12-24

Common Values

Value	Count	Frequency (%)
2020-12-18	10	1.6%
2020-12-10	9	1.4%
2020-12-11	7	1.1%
2020-12-16	7	1.1%
2020-12-22	5	0.8%
2020-12-24	5	0.8%
2020-12-28	5	0.8%
2020-12-13	5	0.8%
2020-12-25	5	0.8%
2020-12-14	5	0.8%
Other values (95)	156	25.0%
(Missing)	406	65.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-12-18	10	4.6%
2020-12-10	9	4.1%
2020-12-11	7	3.2%
2020-12-16	7	3.2%
2020-12-22	5	2.3%
2020-12-24	5	2.3%
2020-12-28	5	2.3%
2020-12-13	5	2.3%
2020-12-25	5	2.3%
2020-12-14	5	2.3%
Other values (95)	156	71.2%

Most occurring characters

Value	Count	Frequency (%)
2	673	30.7%
0	521	23.8%
-	438	20.0%
1	373	17.0%
3	39	1.8%
8	30	1.4%
6	25	1.1%
5	25	1.1%
7	23	1.1%
9	22	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1752	80.0%
Dash Punctuation	438	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	673	38.4%
0	521	29.7%
1	373	21.3%
3	39	2.2%
8	30	1.7%
6	25	1.4%
5	25	1.4%
7	23	1.3%
9	22	1.3%
4	21	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	438	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2190	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	673	30.7%
0	521	23.8%
-	438	20.0%
1	373	17.0%
3	39	1.8%
8	30	1.4%
6	25	1.1%
5	25	1.1%
7	23	1.1%
9	22	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2190	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	673	30.7%
0	521	23.8%
-	438	20.0%
1	373	17.0%
3	39	1.8%
8	30	1.4%
6	25	1.1%
5	25	1.1%
7	23	1.1%
9	22	1.0%

genres
Categorical

HIGH CARDINALITY

Distinct	159
Distinct (%)	25.4%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

[]	173
['Comedy']	74
['Drama', 'Romance']	41
['Drama']	19
['Drama', 'Comedy', 'Romance']	15
Other values (154)	303

Length

Max length	51
Median length	45
Mean length	15.6528
Min length	2

Characters and Unicode

Total characters	9783
Distinct characters	38
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	102 ?
Unique (%)	16.3%

Sample

1st row	[]
2nd row	['Comedy']
3rd row	['Music']
4th row	['Action', 'Anime', 'Science-Fiction']
5th row	['Action', 'Adventure', 'Anime', 'Fantasy']

Common Values

Value	Count	Frequency (%)
[]	173	27.7%
['Comedy']	74	11.8%
['Drama', 'Romance']	41	6.6%
['Drama']	19	3.0%
['Drama', 'Comedy', 'Romance']	15	2.4%
['Sports']	15	2.4%
['Drama', 'Comedy']	13	2.1%
['Comedy', 'Children']	10	1.6%
['Crime']	9	1.4%
['Food']	9	1.4%
Other values (149)	247	39.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
comedy	180	16.7%
	173	16.0%
drama	169	15.7%
romance	89	8.2%
children	40	3.7%
crime	40	3.7%
action	38	3.5%
adventure	35	3.2%
fantasy	35	3.2%
mystery	31	2.9%
Other values (17)	249	23.1%

Most occurring characters

Value	Count	Frequency (%)
'	1812	18.5%
[	625	6.4%
]	625	6.4%
e	587	6.0%
a	578	5.9%
m	533	5.4%
r	506	5.2%
,	454	4.6%
	454	4.6%
o	437	4.5%
Other values (28)	3172	32.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4859	49.7%
Other Punctuation	2266	23.2%
Uppercase Letter	932	9.5%
Open Punctuation	625	6.4%
Close Punctuation	625	6.4%
Space Separator	454	4.6%
Dash Punctuation	22	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	587	12.1%
a	578	11.9%
m	533	11.0%
r	506	10.4%
o	437	9.0%
n	326	6.7%
y	321	6.6%
i	316	6.5%
d	279	5.7%
c	223	4.6%
Other values (8)	753	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	260	27.9%
D	171	18.3%
A	104	11.2%
F	101	10.8%
R	89	9.5%
M	61	6.5%
S	58	6.2%
T	36	3.9%
H	34	3.6%
W	6	0.6%
Other values (4)	12	1.3%

Other Punctuation

Value	Count	Frequency (%)
'	1812	80.0%
,	454	20.0%

Open Punctuation

Value	Count	Frequency (%)
[	625	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	625	100.0%

Space Separator

Value	Count	Frequency (%)
	454	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5791	59.2%
Common	3992	40.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	587	10.1%
a	578	10.0%
m	533	9.2%
r	506	8.7%
o	437	7.5%
n	326	5.6%
y	321	5.5%
i	316	5.5%
d	279	4.8%
C	260	4.5%
Other values (22)	1648	28.5%

Common

Value	Count	Frequency (%)
'	1812	45.4%
[	625	15.7%
]	625	15.7%
,	454	11.4%
	454	11.4%
-	22	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9783	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	1812	18.5%
[	625	6.4%
]	625	6.4%
e	587	6.0%
a	578	5.9%
m	533	5.4%
r	506	5.2%
,	454	4.6%
	454	4.6%
o	437	4.5%
Other values (28)	3172	32.4%

image
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	625
Missing (%)	100.0%
Memory size	5.0 KiB

language
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	36
Distinct (%)	5.8%
Missing	8
Missing (%)	1.3%
Memory size	5.0 KiB

English	239
Russian	66
Chinese	65
Norwegian	45
Korean	33
Other values (31)	169

Length

Max length	10
Median length	7
Mean length	6.983792545
Min length	4

Characters and Unicode

Total characters	4309
Distinct characters	43
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	1.8%

Sample

1st row	Korean
2nd row	Russian
3rd row	Russian
4th row	Chinese
5th row	Chinese

Common Values

Value	Count	Frequency (%)
English	239	38.2%
Russian	66	10.6%
Chinese	65	10.4%
Norwegian	45	7.2%
Korean	33	5.3%
Thai	19	3.0%
Japanese	15	2.4%
German	13	2.1%
Spanish	13	2.1%
Tagalog	13	2.1%
Other values (26)	96	15.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	239	38.7%
russian	66	10.7%
chinese	65	10.5%
norwegian	45	7.3%
korean	33	5.3%
thai	19	3.1%
japanese	15	2.4%
german	13	2.1%
spanish	13	2.1%
tagalog	13	2.1%
Other values (26)	96	15.6%

Most occurring characters

Value	Count	Frequency (%)
n	541	12.6%
i	529	12.3%
s	503	11.7%
h	382	8.9%
g	322	7.5%
e	303	7.0%
a	299	6.9%
l	263	6.1%
E	239	5.5%
r	136	3.2%
Other values (33)	792	18.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3692	85.7%
Uppercase Letter	617	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	541	14.7%
i	529	14.3%
s	503	13.6%
h	382	10.3%
g	322	8.7%
e	303	8.2%
a	299	8.1%
l	263	7.1%
r	136	3.7%
o	104	2.8%
Other values (13)	310	8.4%

Uppercase Letter

Value	Count	Frequency (%)
E	239	38.7%
R	67	10.9%
C	65	10.5%
N	45	7.3%
T	43	7.0%
K	34	5.5%
S	23	3.7%
J	15	2.4%
G	14	2.3%
P	13	2.1%
Other values (10)	59	9.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4309	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	541	12.6%
i	529	12.3%
s	503	11.7%
h	382	8.9%
g	322	7.5%
e	303	7.0%
a	299	6.9%
l	263	6.1%
E	239	5.5%
r	136	3.2%
Other values (33)	792	18.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4309	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	541	12.6%
i	529	12.3%
s	503	11.7%
h	382	8.9%
g	322	7.5%
e	303	7.0%
a	299	6.9%
l	263	6.1%
E	239	5.5%
r	136	3.2%
Other values (33)	792	18.4%

links_nextepisode_href
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM

Distinct	32
Distinct (%)	100.0%
Missing	593
Missing (%)	94.9%
Memory size	5.0 KiB

https://api.tvmaze.com/episodes/2330389	1
https://api.tvmaze.com/episodes/2164180	1
https://api.tvmaze.com/episodes/2367426	1
https://api.tvmaze.com/episodes/2332522	1
https://api.tvmaze.com/episodes/2364562	1
Other values (27)	27

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	1248
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/2309432
2nd row	https://api.tvmaze.com/episodes/2367080
3rd row	https://api.tvmaze.com/episodes/2366074
4th row	https://api.tvmaze.com/episodes/2357116
5th row	https://api.tvmaze.com/episodes/2359049

Common Values

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/2330389	1	0.2%
https://api.tvmaze.com/episodes/2164180	1	0.2%
https://api.tvmaze.com/episodes/2367426	1	0.2%
https://api.tvmaze.com/episodes/2332522	1	0.2%
https://api.tvmaze.com/episodes/2364562	1	0.2%
https://api.tvmaze.com/episodes/2328647	1	0.2%
https://api.tvmaze.com/episodes/2326398	1	0.2%
https://api.tvmaze.com/episodes/2350910	1	0.2%
https://api.tvmaze.com/episodes/2330180	1	0.2%
https://api.tvmaze.com/episodes/2368368	1	0.2%
Other values (22)	22	3.5%
(Missing)	593	94.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/2330389	1	3.1%
https://api.tvmaze.com/episodes/2164180	1	3.1%
https://api.tvmaze.com/episodes/2367080	1	3.1%
https://api.tvmaze.com/episodes/2366074	1	3.1%
https://api.tvmaze.com/episodes/2357116	1	3.1%
https://api.tvmaze.com/episodes/2359049	1	3.1%
https://api.tvmaze.com/episodes/2366720	1	3.1%
https://api.tvmaze.com/episodes/2367102	1	3.1%
https://api.tvmaze.com/episodes/2346271	1	3.1%
https://api.tvmaze.com/episodes/2357712	1	3.1%
Other values (22)	22	68.8%

Most occurring characters

Value	Count	Frequency (%)
/	128	10.3%
p	96	7.7%
s	96	7.7%
e	96	7.7%
t	96	7.7%
o	64	5.1%
a	64	5.1%
i	64	5.1%
.	64	5.1%
m	64	5.1%
Other values (16)	416	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	800	64.1%
Other Punctuation	224	17.9%
Decimal Number	224	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	96	12.0%
s	96	12.0%
e	96	12.0%
t	96	12.0%
o	64	8.0%
a	64	8.0%
i	64	8.0%
m	64	8.0%
h	32	4.0%
d	32	4.0%
Other values (3)	96	12.0%

Decimal Number

Value	Count	Frequency (%)
2	52	23.2%
3	41	18.3%
6	29	12.9%
5	21	9.4%
0	17	7.6%
8	17	7.6%
7	14	6.2%
4	13	5.8%
1	12	5.4%
9	8	3.6%

Other Punctuation

Value	Count	Frequency (%)
/	128	57.1%
.	64	28.6%
:	32	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	800	64.1%
Common	448	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	128	28.6%
.	64	14.3%
2	52	11.6%
3	41	9.2%
:	32	7.1%
6	29	6.5%
5	21	4.7%
0	17	3.8%
8	17	3.8%
7	14	3.1%
Other values (3)	33	7.4%

Latin

Value	Count	Frequency (%)
p	96	12.0%
s	96	12.0%
e	96	12.0%
t	96	12.0%
o	64	8.0%
a	64	8.0%
i	64	8.0%
m	64	8.0%
h	32	4.0%
d	32	4.0%
Other values (3)	96	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1248	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	128	10.3%
p	96	7.7%
s	96	7.7%
e	96	7.7%
t	96	7.7%
o	64	5.1%
a	64	5.1%
i	64	5.1%
.	64	5.1%
m	64	5.1%
Other values (16)	416	33.3%

links_previousepisode_href
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	625
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

https://api.tvmaze.com/episodes/1988862	1
https://api.tvmaze.com/episodes/2238897	1
https://api.tvmaze.com/episodes/2074193	1
https://api.tvmaze.com/episodes/2366086	1
https://api.tvmaze.com/episodes/2092041	1
Other values (620)	620

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	24375
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	625 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/1988862
2nd row	https://api.tvmaze.com/episodes/1986873
3rd row	https://api.tvmaze.com/episodes/2245512
4th row	https://api.tvmaze.com/episodes/1964569
5th row	https://api.tvmaze.com/episodes/2309431

Common Values

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/1988862	1	0.2%
https://api.tvmaze.com/episodes/2238897	1	0.2%
https://api.tvmaze.com/episodes/2074193	1	0.2%
https://api.tvmaze.com/episodes/2366086	1	0.2%
https://api.tvmaze.com/episodes/2092041	1	0.2%
https://api.tvmaze.com/episodes/2352591	1	0.2%
https://api.tvmaze.com/episodes/2300446	1	0.2%
https://api.tvmaze.com/episodes/2045788	1	0.2%
https://api.tvmaze.com/episodes/2325095	1	0.2%
https://api.tvmaze.com/episodes/2357129	1	0.2%
Other values (615)	615	98.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/1988862	1	0.2%
https://api.tvmaze.com/episodes/2336755	1	0.2%
https://api.tvmaze.com/episodes/2309940	1	0.2%
https://api.tvmaze.com/episodes/2245512	1	0.2%
https://api.tvmaze.com/episodes/1964569	1	0.2%
https://api.tvmaze.com/episodes/2309431	1	0.2%
https://api.tvmaze.com/episodes/2315117	1	0.2%
https://api.tvmaze.com/episodes/1973545	1	0.2%
https://api.tvmaze.com/episodes/1984264	1	0.2%
https://api.tvmaze.com/episodes/2299087	1	0.2%
Other values (615)	615	98.4%

Most occurring characters

Value	Count	Frequency (%)
/	2500	10.3%
t	1875	7.7%
p	1875	7.7%
s	1875	7.7%
e	1875	7.7%
a	1250	5.1%
i	1250	5.1%
.	1250	5.1%
m	1250	5.1%
o	1250	5.1%
Other values (16)	8125	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15625	64.1%
Other Punctuation	4375	17.9%
Decimal Number	4375	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	1875	12.0%
p	1875	12.0%
s	1875	12.0%
e	1875	12.0%
a	1250	8.0%
i	1250	8.0%
m	1250	8.0%
o	1250	8.0%
h	625	4.0%
d	625	4.0%
Other values (3)	1875	12.0%

Decimal Number

Value	Count	Frequency (%)
2	831	19.0%
1	532	12.2%
9	520	11.9%
3	439	10.0%
0	396	9.1%
7	355	8.1%
8	332	7.6%
6	327	7.5%
5	326	7.5%
4	317	7.2%

Other Punctuation

Value	Count	Frequency (%)
/	2500	57.1%
.	1250	28.6%
:	625	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15625	64.1%
Common	8750	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	2500	28.6%
.	1250	14.3%
2	831	9.5%
:	625	7.1%
1	532	6.1%
9	520	5.9%
3	439	5.0%
0	396	4.5%
7	355	4.1%
8	332	3.8%
Other values (3)	970	11.1%

Latin

Value	Count	Frequency (%)
t	1875	12.0%
p	1875	12.0%
s	1875	12.0%
e	1875	12.0%
a	1250	8.0%
i	1250	8.0%
m	1250	8.0%
o	1250	8.0%
h	625	4.0%
d	625	4.0%
Other values (3)	1875	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	24375	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	2500	10.3%
t	1875	7.7%
p	1875	7.7%
s	1875	7.7%
e	1875	7.7%
a	1250	5.1%
i	1250	5.1%
.	1250	5.1%
m	1250	5.1%
o	1250	5.1%
Other values (16)	8125	33.3%

links_self_href
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	625
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

https://api.tvmaze.com/shows/41648	1
https://api.tvmaze.com/shows/49484	1
https://api.tvmaze.com/shows/54837	1
https://api.tvmaze.com/shows/62306	1
https://api.tvmaze.com/shows/23401	1
Other values (620)	620

Length

Max length	34
Median length	34
Mean length	33.9632
Min length	32

Characters and Unicode

Total characters	21227
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	625 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/shows/41648
2nd row	https://api.tvmaze.com/shows/52198
3rd row	https://api.tvmaze.com/shows/52933
4th row	https://api.tvmaze.com/shows/51336
5th row	https://api.tvmaze.com/shows/54033

Common Values

Value	Count	Frequency (%)
https://api.tvmaze.com/shows/41648	1	0.2%
https://api.tvmaze.com/shows/49484	1	0.2%
https://api.tvmaze.com/shows/54837	1	0.2%
https://api.tvmaze.com/shows/62306	1	0.2%
https://api.tvmaze.com/shows/23401	1	0.2%
https://api.tvmaze.com/shows/49721	1	0.2%
https://api.tvmaze.com/shows/60427	1	0.2%
https://api.tvmaze.com/shows/41192	1	0.2%
https://api.tvmaze.com/shows/43883	1	0.2%
https://api.tvmaze.com/shows/45090	1	0.2%
Other values (615)	615	98.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://api.tvmaze.com/shows/41648	1	0.2%
https://api.tvmaze.com/shows/55016	1	0.2%
https://api.tvmaze.com/shows/52984	1	0.2%
https://api.tvmaze.com/shows/52933	1	0.2%
https://api.tvmaze.com/shows/51336	1	0.2%
https://api.tvmaze.com/shows/54033	1	0.2%
https://api.tvmaze.com/shows/61674	1	0.2%
https://api.tvmaze.com/shows/52038	1	0.2%
https://api.tvmaze.com/shows/52373	1	0.2%
https://api.tvmaze.com/shows/57339	1	0.2%
Other values (615)	615	98.4%

Most occurring characters

Value	Count	Frequency (%)
/	2500	11.8%
s	1875	8.8%
t	1875	8.8%
h	1250	5.9%
p	1250	5.9%
a	1250	5.9%
o	1250	5.9%
.	1250	5.9%
m	1250	5.9%
e	625	2.9%
Other values (16)	6852	32.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13750	64.8%
Other Punctuation	4375	20.6%
Decimal Number	3102	14.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	1875	13.6%
t	1875	13.6%
h	1250	9.1%
p	1250	9.1%
a	1250	9.1%
o	1250	9.1%
m	1250	9.1%
e	625	4.5%
w	625	4.5%
c	625	4.5%
Other values (3)	1875	13.6%

Decimal Number

Value	Count	Frequency (%)
5	540	17.4%
4	400	12.9%
1	330	10.6%
2	322	10.4%
3	301	9.7%
6	261	8.4%
9	250	8.1%
0	248	8.0%
8	240	7.7%
7	210	6.8%

Other Punctuation

Value	Count	Frequency (%)
/	2500	57.1%
.	1250	28.6%
:	625	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13750	64.8%
Common	7477	35.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	2500	33.4%
.	1250	16.7%
:	625	8.4%
5	540	7.2%
4	400	5.3%
1	330	4.4%
2	322	4.3%
3	301	4.0%
6	261	3.5%
9	250	3.3%
Other values (3)	698	9.3%

Latin

Value	Count	Frequency (%)
s	1875	13.6%
t	1875	13.6%
h	1250	9.1%
p	1250	9.1%
a	1250	9.1%
o	1250	9.1%
m	1250	9.1%
e	625	4.5%
w	625	4.5%
c	625	4.5%
Other values (3)	1875	13.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21227	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	2500	11.8%
s	1875	8.8%
t	1875	8.8%
h	1250	5.9%
p	1250	5.9%
a	1250	5.9%
o	1250	5.9%
.	1250	5.9%
m	1250	5.9%
e	625	2.9%
Other values (16)	6852	32.3%

name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	623
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

Mermaid Prince	2
Klassen	2
Bare Knuckle Fighting Championship	1
My Lecturer, My Husband	1
Rainbow High	1
Other values (618)	618

Length

Max length	51
Median length	36
Mean length	16.544
Min length	3

Characters and Unicode

Total characters	10340
Distinct characters	172
Distinct categories	9 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	621 ?
Unique (%)	99.4%

Sample

1st row	Sim for You
2nd row	Котики
3rd row	LAB с Антоном Беляевым
4th row	Core Sense
5th row	Wu Shen Zhu Zai

Common Values

Value	Count	Frequency (%)
Mermaid Prince	2	0.3%
Klassen	2	0.3%
Bare Knuckle Fighting Championship	1	0.2%
My Lecturer, My Husband	1	0.2%
Rainbow High	1	0.2%
Mickey Mouse: Mixed-Up Adventures	1	0.2%
Madagascar: A Little Wild	1	0.2%
Justimus esittää: Duo	1	0.2%
Just Roll With It	1	0.2%
The Amber Ruffin Show	1	0.2%
Other values (613)	613	98.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	85	4.8%
of	25	1.4%
a	15	0.9%
love	13	0.7%
with	13	0.7%
you	12	0.7%
in	11	0.6%
my	9	0.5%
wwe	9	0.5%
i	9	0.5%
Other values (1276)	1555	88.6%

Most occurring characters

Value	Count	Frequency (%)
	1131	10.9%
e	926	9.0%
a	597	5.8%
o	535	5.2%
i	500	4.8%
r	497	4.8%
n	492	4.8%
t	445	4.3%
s	442	4.3%
l	320	3.1%
Other values (162)	4455	43.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7309	70.7%
Uppercase Letter	1647	15.9%
Space Separator	1131	10.9%
Other Punctuation	161	1.6%
Decimal Number	71	0.7%
Dash Punctuation	16	0.2%
Close Punctuation	2	< 0.1%
Currency Symbol	2	< 0.1%
Open Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	926	12.7%
a	597	8.2%
o	535	7.3%
i	500	6.8%
r	497	6.8%
n	492	6.7%
t	445	6.1%
s	442	6.0%
l	320	4.4%
h	281	3.8%
Other values (75)	2274	31.1%

Uppercase Letter

Value	Count	Frequency (%)
T	162	9.8%
S	133	8.1%
C	103	6.3%
M	101	6.1%
A	88	5.3%
B	88	5.3%
W	79	4.8%
L	77	4.7%
R	76	4.6%
D	74	4.5%
Other values (48)	666	40.4%

Other Punctuation

Value	Count	Frequency (%)
:	49	30.4%
'	41	25.5%
.	26	16.1%
!	14	8.7%
,	9	5.6%
?	8	5.0%
&	6	3.7%
#	2	1.2%
/	2	1.2%
"	2	1.2%
Other values (2)	2	1.2%

Decimal Number

Value	Count	Frequency (%)
0	22	31.0%
2	18	25.4%
1	9	12.7%
3	7	9.9%
7	5	7.0%
5	4	5.6%
4	2	2.8%
6	2	2.8%
8	1	1.4%
9	1	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	15	93.8%
–	1	6.2%

Currency Symbol

Value	Count	Frequency (%)
$	1	50.0%
₴	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1131	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8204	79.3%
Common	1384	13.4%
Cyrillic	731	7.1%
Greek	21	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	926	11.3%
a	597	7.3%
o	535	6.5%
i	500	6.1%
r	497	6.1%
n	492	6.0%
t	445	5.4%
s	442	5.4%
l	320	3.9%
h	281	3.4%
Other values (57)	3169	38.6%

Cyrillic

Value	Count	Frequency (%)
о	72	9.8%
и	53	7.3%
е	50	6.8%
а	48	6.6%
р	41	5.6%
к	39	5.3%
н	38	5.2%
т	38	5.2%
с	34	4.7%
м	22	3.0%
Other values (49)	296	40.5%

Common

Value	Count	Frequency (%)
	1131	81.7%
:	49	3.5%
'	41	3.0%
.	26	1.9%
0	22	1.6%
2	18	1.3%
-	15	1.1%
!	14	1.0%
1	9	0.7%
,	9	0.7%
Other values (19)	50	3.6%

Greek

Value	Count	Frequency (%)
ς	3	14.3%
έ	2	9.5%
ε	2	9.5%
Ψ	1	4.8%
γ	1	4.8%
Ε	1	4.8%
χ	1	4.8%
ο	1	4.8%
ώ	1	4.8%
ρ	1	4.8%
Other values (7)	7	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9542	92.3%
Cyrillic	731	7.1%
None	65	0.6%
Currency Symbols	1	< 0.1%
Punctuation	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1131	11.9%
e	926	9.7%
a	597	6.3%
o	535	5.6%
i	500	5.2%
r	497	5.2%
n	492	5.2%
t	445	4.7%
s	442	4.6%
l	320	3.4%
Other values (69)	3657	38.3%

Cyrillic

Value	Count	Frequency (%)
о	72	9.8%
и	53	7.3%
е	50	6.8%
а	48	6.6%
р	41	5.6%
к	39	5.3%
н	38	5.2%
т	38	5.2%
с	34	4.7%
м	22	3.0%
Other values (49)	296	40.5%

None

Value	Count	Frequency (%)
ø	9	13.8%
å	6	9.2%
é	6	9.2%
ä	5	7.7%
á	4	6.2%
ı	3	4.6%
ς	3	4.6%
í	2	3.1%
έ	2	3.1%
ε	2	3.1%
Other values (22)	23	35.4%

Currency Symbols

Value	Count	Frequency (%)
₴	1	100.0%

Punctuation

Value	Count	Frequency (%)
–	1	100.0%

network
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	625
Missing (%)	100.0%
Memory size	5.0 KiB

network_id
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	42
Distinct (%)	80.8%
Missing	573
Missing (%)	91.7%
Infinite	0
Infinite (%)	0.0%
Mean	503.0769231

Minimum	8
Maximum	1862
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	8
5-th percentile	33.85
Q1	85
median	251
Q3	607.25
95-th percentile	1784.9
Maximum	1862
Range	1854
Interquartile range (IQR)	522.25

Descriptive statistics

Standard deviation	580.969266
Coefficient of variation (CV)	1.154831874
Kurtosis	0.2245803002
Mean	503.0769231
Median Absolute Deviation (MAD)	173
Skewness	1.284788528
Sum	26160
Variance	337525.2881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
78	4	0.6%
308	2	0.3%
1808	2	0.3%
85	2	0.3%
91	2	0.3%
132	2	0.3%
30	2	0.3%
374	2	0.3%
755	1	0.2%
236	1	0.2%
Other values (32)	32	5.1%
(Missing)	573	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	0.2%
30	2	0.3%
37	1	0.2%
41	1	0.2%
49	1	0.2%
51	1	0.2%
76	1	0.2%
78	4	0.6%
85	2	0.3%
91	2	0.3%

Value	Count	Frequency (%)
1862	1	0.2%
1808	2	0.3%
1766	1	0.2%
1683	1	0.2%
1569	1	0.2%
1354	1	0.2%
1320	1	0.2%
1282	1	0.2%
1262	1	0.2%
1075	1	0.2%

officialSite
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	567
Distinct (%)	100.0%
Missing	58
Missing (%)	9.3%
Memory size	5.0 KiB

https://www.vlive.tv/video/121637	1
https://www.hulu.com/series/madagascar-a-little-wild-7a11e023-5762-4980-bfce-7f337e4c28ef	1
https://www.youtube.com/watch?v=GD9vpqOFDdg&list=PLXL6rKxsZjLItPoOykgmYhL1GLOQu3mEj&ab_channel=LeJimmyLabeeu	1
https://www.youtube.com/playlist?list=PLRXdsS5E_8i3FJ_o7VF0TFb9SUdWk54iW	1
https://v.youku.com/v_show/id_XNDk1MzY2NzgwNA==.html?spm=a2h0c.8166622.PhoneSokuProgram_1.dtitle&s=aaed627feea749d7a99d	1
Other values (562)	562

Length

Max length	250
Median length	88
Mean length	50.82892416
Min length	15

Characters and Unicode

Total characters	28820
Distinct characters	77
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	567 ?
Unique (%)	100.0%

Sample

1st row	https://www.vlive.tv/video/121637
2nd row	http://epic-media.ru/project/kotiki
3rd row	https://premier.one/show/lab-laboratoriya-muzyki-antona-belyaeva
4th row	https://www.bilibili.com/bangumi/media/md28223064
5th row	https://v.qq.com/detail/m/7q544xyrava3vxf.html

Common Values

Value	Count	Frequency (%)
https://www.vlive.tv/video/121637	1	0.2%
https://www.hulu.com/series/madagascar-a-little-wild-7a11e023-5762-4980-bfce-7f337e4c28ef	1	0.2%
https://www.youtube.com/watch?v=GD9vpqOFDdg&list=PLXL6rKxsZjLItPoOykgmYhL1GLOQu3mEj&ab_channel=LeJimmyLabeeu	1	0.2%
https://www.youtube.com/playlist?list=PLRXdsS5E_8i3FJ_o7VF0TFb9SUdWk54iW	1	0.2%
https://v.youku.com/v_show/id_XNDk1MzY2NzgwNA==.html?spm=a2h0c.8166622.PhoneSokuProgram_1.dtitle&s=aaed627feea749d7a99d	1	0.2%
https://wetv.vip/en/play/if9a67aohhr5cpj-My%20Lecturer%20My%20Husband?vid=l0034l08wvp	1	0.2%
https://www.youtube.com/c/RainbowHigh	1	0.2%
https://disneynow.com/shows/mickey-mouse-mixed-up-adventures	1	0.2%
https://areena.yle.fi/1-50284041	1	0.2%
https://tv.line.me/taynewmealdate	1	0.2%
Other values (557)	557	89.1%
(Missing)	58	9.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://tv.naver.com/whatwomenwant	2	0.4%
https://www.vlive.tv/video/121637	1	0.2%
https://www.youtube.com/playlist?list=plhknwtrzfo2g74twgelcoo2t3wwbn7aga	1	0.2%
https://tv.nrk.no/serie/stjernestoev	1	0.2%
https://premier.one/show/lab-laboratoriya-muzyki-antona-belyaeva	1	0.2%
https://www.bilibili.com/bangumi/media/md28223064	1	0.2%
https://v.qq.com/detail/m/7q544xyrava3vxf.html	1	0.2%
https://www.paravi.jp/static/koisuko	1	0.2%
https://v.qq.com/x/cover/2w2legt0g8z26al.html	1	0.2%
http://vmesteproject.ru/intervue	1	0.2%
Other values (556)	556	98.1%

Most occurring characters

Value	Count	Frequency (%)
/	2324	8.1%
t	2255	7.8%
s	1528	5.3%
e	1516	5.3%
w	1325	4.6%
o	1296	4.5%
.	1106	3.8%
h	1054	3.7%
i	1032	3.6%
p	990	3.4%
Other values (67)	14394	49.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	19502	67.7%
Other Punctuation	4337	15.0%
Decimal Number	2343	8.1%
Uppercase Letter	1863	6.5%
Dash Punctuation	558	1.9%
Math Symbol	130	0.5%
Connector Punctuation	87	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	2255	11.6%
s	1528	7.8%
e	1516	7.8%
w	1325	6.8%
o	1296	6.6%
h	1054	5.4%
i	1032	5.3%
p	990	5.1%
a	961	4.9%
l	840	4.3%
Other values (16)	6705	34.4%

Uppercase Letter

Value	Count	Frequency (%)
P	127	6.8%
L	122	6.5%
A	115	6.2%
B	108	5.8%
E	107	5.7%
C	103	5.5%
D	88	4.7%
N	70	3.8%
S	69	3.7%
U	69	3.7%
Other values (16)	885	47.5%

Other Punctuation

Value	Count	Frequency (%)
/	2324	53.6%
.	1106	25.5%
:	612	14.1%
%	171	3.9%
?	86	2.0%
&	29	0.7%
,	3	0.1%
'	2	< 0.1%
#	2	< 0.1%
!	2	< 0.1%

Decimal Number

Value	Count	Frequency (%)
0	347	14.8%
1	286	12.2%
8	258	11.0%
2	247	10.5%
4	223	9.5%
9	218	9.3%
3	212	9.0%
6	198	8.5%
7	185	7.9%
5	169	7.2%

Math Symbol

Value	Count	Frequency (%)
=	123	94.6%
~	4	3.1%
+	3	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	558	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	87	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21365	74.1%
Common	7455	25.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	2255	10.6%
s	1528	7.2%
e	1516	7.1%
w	1325	6.2%
o	1296	6.1%
h	1054	4.9%
i	1032	4.8%
p	990	4.6%
a	961	4.5%
l	840	3.9%
Other values (42)	8568	40.1%

Common

Value	Count	Frequency (%)
/	2324	31.2%
.	1106	14.8%
:	612	8.2%
-	558	7.5%
0	347	4.7%
1	286	3.8%
8	258	3.5%
2	247	3.3%
4	223	3.0%
9	218	2.9%
Other values (15)	1276	17.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28820	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	2324	8.1%
t	2255	7.8%
s	1528	5.3%
e	1516	5.3%
w	1325	4.6%
o	1296	4.5%
.	1106	3.8%
h	1054	3.7%
i	1032	3.6%
p	990	3.4%
Other values (67)	14394	49.9%

premiered
Categorical

HIGH CARDINALITY

Distinct	399
Distinct (%)	63.8%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

2020-12-04	16
2020-12-30	12
2020-12-18	8
2020-12-10	8
2020-12-16	8
Other values (394)	573

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	6250
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	309 ?
Unique (%)	49.4%

Sample

1st row	2019-03-25
2nd row	2020-11-30
3rd row	2019-12-17
4th row	2020-10-13
5th row	2020-03-08

Common Values

Value	Count	Frequency (%)
2020-12-04	16	2.6%
2020-12-30	12	1.9%
2020-12-18	8	1.3%
2020-12-10	8	1.3%
2020-12-16	8	1.3%
2020-12-07	7	1.1%
2020-11-12	7	1.1%
2020-12-17	7	1.1%
2020-12-01	7	1.1%
2020-12-21	6	1.0%
Other values (389)	539	86.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-12-04	16	2.6%
2020-12-30	12	1.9%
2020-12-18	8	1.3%
2020-12-10	8	1.3%
2020-12-16	8	1.3%
2020-12-07	7	1.1%
2020-11-12	7	1.1%
2020-12-17	7	1.1%
2020-12-01	7	1.1%
2020-11-23	6	1.0%
Other values (389)	539	86.2%

Most occurring characters

Value	Count	Frequency (%)
0	1588	25.4%
2	1431	22.9%
-	1250	20.0%
1	1040	16.6%
9	196	3.1%
3	140	2.2%
8	135	2.2%
7	131	2.1%
4	126	2.0%
6	114	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5000	80.0%
Dash Punctuation	1250	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1588	31.8%
2	1431	28.6%
1	1040	20.8%
9	196	3.9%
3	140	2.8%
8	135	2.7%
7	131	2.6%
4	126	2.5%
6	114	2.3%
5	99	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1250	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6250	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1588	25.4%
2	1431	22.9%
-	1250	20.0%
1	1040	16.6%
9	196	3.1%
3	140	2.2%
8	135	2.2%
7	131	2.1%
4	126	2.0%
6	114	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6250	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1588	25.4%
2	1431	22.9%
-	1250	20.0%
1	1040	16.6%
9	196	3.1%
3	140	2.2%
8	135	2.2%
7	131	2.1%
4	126	2.0%
6	114	1.8%

rating_average
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	33
Distinct (%)	34.7%
Missing	530
Missing (%)	84.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.856842105

Minimum	3.6
Maximum	8.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	3.6
5-th percentile	5
Q1	6.45
median	7.1
Q3	7.55
95-th percentile	8.13
Maximum	8.8
Range	5.2
Interquartile range (IQR)	1.1

Descriptive statistics

Standard deviation	1.051913417
Coefficient of variation (CV)	0.1534107685
Kurtosis	0.6736403153
Mean	6.856842105
Median Absolute Deviation (MAD)	0.5
Skewness	-0.9804789164
Sum	651.4
Variance	1.106521837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
7.2	8	1.3%
7.5	6	1.0%
7.3	5	0.8%
6.8	5	0.8%
7.8	5	0.8%
5	5	0.8%
7.7	5	0.8%
6.9	4	0.6%
6.7	4	0.6%
7	4	0.6%
Other values (23)	44	7.0%
(Missing)	530	84.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.6	1	0.2%
4	1	0.2%
4.3	1	0.2%
4.4	1	0.2%
5	5	0.8%
5.2	1	0.2%
5.3	2	0.3%
5.4	2	0.3%
5.6	1	0.2%
5.8	1	0.2%

Value	Count	Frequency (%)
8.8	1	0.2%
8.6	1	0.2%
8.2	3	0.5%
8.1	3	0.5%
8	3	0.5%
7.8	5	0.8%
7.7	5	0.8%
7.6	3	0.5%
7.5	6	1.0%
7.4	3	0.5%

runtime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	56
Distinct (%)	13.6%
Missing	214
Missing (%)	34.2%
Infinite	0
Infinite (%)	0.0%
Mean	37.46958637

Minimum	1
Maximum	300
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	15
median	30
Q3	45
95-th percentile	120
Maximum	300
Range	299
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	34.59128502
Coefficient of variation (CV)	0.9231829964
Kurtosis	13.86412607
Mean	37.46958637
Median Absolute Deviation (MAD)	15
Skewness	3.028817028
Sum	15400
Variance	1196.557
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	52	8.3%
60	43	6.9%
45	42	6.7%
15	28	4.5%
20	28	4.5%
25	26	4.2%
10	17	2.7%
50	15	2.4%
5	14	2.2%
120	14	2.2%
Other values (46)	132	21.1%
(Missing)	214	34.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	0.3%
2	4	0.6%
3	3	0.5%
4	2	0.3%
5	14	2.2%
6	3	0.5%
7	5	0.8%
8	7	1.1%
9	3	0.5%
10	17	2.7%

Value	Count	Frequency (%)
300	1	0.2%
240	1	0.2%
180	6	1.0%
130	1	0.2%
120	14	2.2%
90	6	1.0%
66	1	0.2%
62	1	0.2%
60	43	6.9%
58	1	0.2%

schedule_days
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	41
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

[]	179
['Friday']	82
['Thursday']	72
['Monday']	49
['Wednesday']	44
Other values (36)	199

Length

Max length	78
Median length	68
Mean length	12.44
Min length	2

Characters and Unicode

Total characters	7775
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	2.6%

Sample

1st row	['Monday', 'Wednesday', 'Friday']
2nd row	['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday']
3rd row	['Saturday']
4th row	['Tuesday']
5th row	['Tuesday', 'Sunday']

Common Values

Value	Count	Frequency (%)
[]	179	28.6%
['Friday']	82	13.1%
['Thursday']	72	11.5%
['Monday']	49	7.8%
['Wednesday']	44	7.0%
['Sunday']	38	6.1%
['Tuesday']	38	6.1%
['Saturday']	35	5.6%
['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday']	11	1.8%
['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday']	7	1.1%
Other values (31)	70	11.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	179	21.2%
thursday	130	15.4%
friday	124	14.7%
monday	101	12.0%
wednesday	99	11.7%
tuesday	88	10.4%
sunday	62	7.3%
saturday	61	7.2%

Most occurring characters

Value	Count	Frequency (%)
'	1330	17.1%
d	764	9.8%
a	726	9.3%
y	665	8.6%
[	625	8.0%
]	625	8.0%
u	341	4.4%
s	317	4.1%
r	315	4.1%
e	286	3.7%
Other values (12)	1781	22.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4092	52.6%
Other Punctuation	1549	19.9%
Uppercase Letter	665	8.6%
Open Punctuation	625	8.0%
Close Punctuation	625	8.0%
Space Separator	219	2.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	764	18.7%
a	726	17.7%
y	665	16.3%
u	341	8.3%
s	317	7.7%
r	315	7.7%
e	286	7.0%
n	262	6.4%
h	130	3.2%
i	124	3.0%
Other values (2)	162	4.0%

Uppercase Letter

Value	Count	Frequency (%)
T	218	32.8%
F	124	18.6%
S	123	18.5%
M	101	15.2%
W	99	14.9%

Other Punctuation

Value	Count	Frequency (%)
'	1330	85.9%
,	219	14.1%

Open Punctuation

Value	Count	Frequency (%)
[	625	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	625	100.0%

Space Separator

Value	Count	Frequency (%)
	219	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4757	61.2%
Common	3018	38.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	764	16.1%
a	726	15.3%
y	665	14.0%
u	341	7.2%
s	317	6.7%
r	315	6.6%
e	286	6.0%
n	262	5.5%
T	218	4.6%
h	130	2.7%
Other values (7)	733	15.4%

Common

Value	Count	Frequency (%)
'	1330	44.1%
[	625	20.7%
]	625	20.7%
,	219	7.3%
	219	7.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7775	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	1330	17.1%
d	764	9.8%
a	726	9.3%
y	665	8.6%
[	625	8.0%
]	625	8.0%
u	341	4.4%
s	317	4.1%
r	315	4.1%
e	286	3.7%
Other values (12)	1781	22.9%

schedule_time
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	44
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

	467
20:00	25
12:00	14
21:00	14
10:00	12
Other values (39)	93

Length

Max length	5
Median length	0
Mean length	1.264
Min length	0

Characters and Unicode

Total characters	790
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	25 ?
Unique (%)	4.0%

Sample

1st row
2nd row	10:00
3rd row	23:45
4th row	10:00
5th row	10:00

Common Values

Value	Count	Frequency (%)
	467	74.7%
20:00	25	4.0%
12:00	14	2.2%
21:00	14	2.2%
10:00	12	1.9%
06:00	12	1.9%
22:00	9	1.4%
19:00	8	1.3%
18:00	7	1.1%
17:00	6	1.0%
Other values (34)	51	8.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20:00	25	15.8%
21:00	14	8.9%
12:00	14	8.9%
10:00	12	7.6%
06:00	12	7.6%
22:00	9	5.7%
19:00	8	5.1%
18:00	7	4.4%
17:00	6	3.8%
00:00	6	3.8%
Other values (33)	45	28.5%

Most occurring characters

Value	Count	Frequency (%)
0	358	45.3%
:	158	20.0%
2	99	12.5%
1	88	11.1%
5	21	2.7%
8	15	1.9%
6	13	1.6%
3	13	1.6%
9	12	1.5%
7	8	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	632	80.0%
Other Punctuation	158	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	358	56.6%
2	99	15.7%
1	88	13.9%
5	21	3.3%
8	15	2.4%
6	13	2.1%
3	13	2.1%
9	12	1.9%
7	8	1.3%
4	5	0.8%

Other Punctuation

Value	Count	Frequency (%)
:	158	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	790	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	358	45.3%
:	158	20.0%
2	99	12.5%
1	88	11.1%
5	21	2.7%
8	15	1.9%
6	13	1.6%
3	13	1.6%
9	12	1.5%
7	8	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	790	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	358	45.3%
:	158	20.0%
2	99	12.5%
1	88	11.1%
5	21	2.7%
8	15	1.9%
6	13	1.6%
3	13	1.6%
9	12	1.5%
7	8	1.0%

show_id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	625
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46007.0064

Minimum	802
Maximum	63310
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	802
5-th percentile	15415.6
Q1	42843
median	50983
Q3	52772
95-th percentile	59574.2
Maximum	63310
Range	62508
Interquartile range (IQR)	9929

Descriptive statistics

Standard deviation	12763.03202
Coefficient of variation (CV)	0.2774149638
Kurtosis	2.58518717
Mean	46007.0064
Median Absolute Deviation (MAD)	3956
Skewness	-1.717471738
Sum	28754379
Variance	162894986.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
41648	1	0.2%
49484	1	0.2%
54837	1	0.2%
62306	1	0.2%
23401	1	0.2%
49721	1	0.2%
60427	1	0.2%
41192	1	0.2%
43883	1	0.2%
45090	1	0.2%
Other values (615)	615	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
802	1	0.2%
1596	1	0.2%
1825	1	0.2%
2266	1	0.2%
2504	1	0.2%
2855	1	0.2%
3734	1	0.2%
4091	1	0.2%
6090	1	0.2%
6097	1	0.2%

Value	Count	Frequency (%)
63310	1	0.2%
63155	1	0.2%
62901	1	0.2%
62764	1	0.2%
62545	1	0.2%
62418	1	0.2%
62306	1	0.2%
62127	1	0.2%
61909	1	0.2%
61755	1	0.2%

status
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

Running	317
Ended	219
To Be Determined	89

Length

Max length	16
Median length	7
Mean length	7.5808
Min length	5

Characters and Unicode

Total characters	4738
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Running
2nd row	Ended
3rd row	To Be Determined
4th row	Running
5th row	Running

Common Values

Value	Count	Frequency (%)
Running	317	50.7%
Ended	219	35.0%
To Be Determined	89	14.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
running	317	39.5%
ended	219	27.3%
to	89	11.1%
be	89	11.1%
determined	89	11.1%

Most occurring characters

Value	Count	Frequency (%)
n	1259	26.6%
e	575	12.1%
d	527	11.1%
i	406	8.6%
R	317	6.7%
u	317	6.7%
g	317	6.7%
E	219	4.6%
	178	3.8%
T	89	1.9%
Other values (6)	534	11.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3757	79.3%
Uppercase Letter	803	16.9%
Space Separator	178	3.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	1259	33.5%
e	575	15.3%
d	527	14.0%
i	406	10.8%
u	317	8.4%
g	317	8.4%
o	89	2.4%
t	89	2.4%
r	89	2.4%
m	89	2.4%

Uppercase Letter

Value	Count	Frequency (%)
R	317	39.5%
E	219	27.3%
T	89	11.1%
B	89	11.1%
D	89	11.1%

Space Separator

Value	Count	Frequency (%)
	178	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4560	96.2%
Common	178	3.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	1259	27.6%
e	575	12.6%
d	527	11.6%
i	406	8.9%
R	317	7.0%
u	317	7.0%
g	317	7.0%
E	219	4.8%
T	89	2.0%
o	89	2.0%
Other values (5)	445	9.8%

Common

Value	Count	Frequency (%)
	178	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4738	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	1259	26.6%
e	575	12.1%
d	527	11.1%
i	406	8.6%
R	317	6.7%
u	317	6.7%
g	317	6.7%
E	219	4.6%
	178	3.8%
T	89	1.9%
Other values (6)	534	11.3%

summary
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	549
Distinct (%)	100.0%
Missing	76
Missing (%)	12.2%
Memory size	5.0 KiB

<p>"Secretly loving your close friend and changing him to be the love one" is an uncomfortable feeling for Sine and Tan. They don't know each person's thoughts. Will their relationship be the same after love confession? Hoping this love will be calculated with the correct answer.</p>	1
<p><b>Just Roll With It</b> is an interactive improvisational comedy centered around the blended Bennett-Blatt family and features step-siblings Blair and Owen who could not be more different. Blair, often a rebel without a cause, is the polar opposite of her strict, regimented, ex-military mom Rachel. Owen, a born athlete with a taste for scheduling and organization, is always trying to clean up Byron, his creative and charismatic morning-radio-show-host father. Despite their differences, the Bennett-Blatt clan, and the actors who play them, know how to take whatever life – and the studio audience – throws at them.</p>	1
<p>Each week <b>The Amber Ruffin Show</b> will showcase Amber's signature smart-and-silly take on the week. A late-night show with just the good parts – the comedy.</p>	1
<p><b>Bare Knuckle Fighting Championship</b> is an American bare-knuckle boxing promotion based in Philadelphia. BKFC is the first promotion to hold an official state sanctioned and commissioned bare-knuckle boxing event in America since 1889. Its first event was held in 2018, with 10 "numbered" events held as of Feb 2020.</p>	1
<p>Proving once again that "the drive-in will never die," iconic horror host and exploitation movie aficionado Joe Bob Briggs is back with an all-new Shudder Original series, hosting weekly Friday night double features streaming live exclusively on Shudder. Every week, The Last Drive-In series offers an eclectic pairing of films, with selections ranging across five decades and running the gamut from horror classics to obscurities and foreign cult favorites. And from time to time, special surprise guests will drop in on Joe Bob and Darcy the Mail Girl.</p>	1
Other values (544)	544

Length

Max length	1620
Median length	464
Mean length	331.0619308
Min length	36

Characters and Unicode

Total characters	181753
Distinct characters	173
Distinct categories	15 ?
Distinct scripts	5 ?
Distinct blocks	8 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	549 ?
Unique (%)	100.0%

Sample

1st row	<p><b>Sim for You</b> is a reality series that chronicles each EXO member's life and reveal stories from their everyday life as a series.</p>
2nd row	<p>Russian music artists reveal themselves from unexpected sides in the Anton Belyaev's show.</p>
3rd row	<p>The power of beginnings, the energy of the core stone; one may find it good, one may find it evil. During a normal investigation, Yue Juntian finds himself drawn into the battle between the 'beginnings' of Yun City; Jiang Xin arrives in Yun City to stop Li Zunyuan's plan to take over. The two influence each other - one solves the mystery of their birth, the other redeems themselves. Together, they oppose Li Zunyuan.<br /> </p>
4th row	<p>The protagonist Qin Chen, who was originally the top genius in the military domain, was conspired by the people to fall into the death canyon in the forbidden land of the mainland. Qin Chen, who was inevitably dead, unexpectedly triggered the power of the mysterious ancient sword.<br /><br />Three hundred years later, in a remote part of the Tianwu mainland, a boy of the same name accidentally inherited Qin Chen's will. As the beloved grandson of King Dingwu of the Daqi National Army, due to the birth father's birth, the mother and son were treated coldly in Dingwu's palace and lived together. In order to rewrite the myth of the strong man in hope of the sun, and to protect everything he loves, Qin Chen resolutely took up the responsibility of maintaining the five kingdoms of the world and set foot on the road of martial arts again.</p>
5th row	<p>It's spin-off drama of <b>"Kono Koi Atatamemasu ka"</b></p>

Common Values

Value	Count	Frequency (%)
<p>"Secretly loving your close friend and changing him to be the love one" is an uncomfortable feeling for Sine and Tan. They don't know each person's thoughts. Will their relationship be the same after love confession? Hoping this love will be calculated with the correct answer.</p>	1	0.2%
<p><b>Just Roll With It</b> is an interactive improvisational comedy centered around the blended Bennett-Blatt family and features step-siblings Blair and Owen who could not be more different. Blair, often a rebel without a cause, is the polar opposite of her strict, regimented, ex-military mom Rachel. Owen, a born athlete with a taste for scheduling and organization, is always trying to clean up Byron, his creative and charismatic morning-radio-show-host father. Despite their differences, the Bennett-Blatt clan, and the actors who play them, know how to take whatever life – and the studio audience – throws at them.</p>	1	0.2%
<p>Each week <b>The Amber Ruffin Show</b> will showcase Amber's signature smart-and-silly take on the week. A late-night show with just the good parts – the comedy.</p>	1	0.2%
<p><b>Bare Knuckle Fighting Championship</b> is an American bare-knuckle boxing promotion based in Philadelphia. BKFC is the first promotion to hold an official state sanctioned and commissioned bare-knuckle boxing event in America since 1889. Its first event was held in 2018, with 10 "numbered" events held as of Feb 2020.</p>	1	0.2%
<p>Proving once again that "the drive-in will never die," iconic horror host and exploitation movie aficionado Joe Bob Briggs is back with an all-new Shudder Original series, hosting weekly Friday night double features streaming live exclusively on Shudder. Every week, The Last Drive-In series offers an eclectic pairing of films, with selections ranging across five decades and running the gamut from horror classics to obscurities and foreign cult favorites. And from time to time, special surprise guests will drop in on Joe Bob and Darcy the Mail Girl.</p>	1	0.2%
<p>Mount Olympus is the divine sanctuary created by the Titans for the young gods and goddesses, Among the young immortals, one young goddess, Eris, is a black sheep. She has an horrible reputation, she doesn't fit the high standards of Mount Olympus and she is is being avoid like the plague. But her meeting with a mortal is going to change her divine destiny.</p>	1	0.2%
<p>Tops is a young man who has been fascinated by cooking since childhood. He finds happiness in cooking delicious and tasty food with great care. Marwin is young, romantic, playful, and charming. He loves and is dedicated to music and dreams of becoming a world-class musician. His interest in music is so strong that he didn't take care of himself until he came to live with Tops. When the difference between the two becomes the perfect combination, chaos ensues, and the two find themselves deciding between their dreams and each other. This mini series tells the story of two friends who return to each other's lives during their last year of school and help make one another's dreams come true.</p>	1	0.2%
<p><b>ICW No Holds Barred</b> (fka Impact Championship Wrestling) is a Professional Wrestling Promotion based out of Queens, New York founded in 2001 to showcase the best competition in American Pro-Wrestling Today.</p>	1	0.2%
<p>A relationship drama about two young people who fall in love at a difficult time in life. In the series, we meet Anders and Mio who, after a one night stand, find out that they are pregnant.</p>	1	0.2%
<p>Are ghosts and demons dwelling among us? The Fourman Brothers, a family of paranormal investigators, investigate hauntings.</p>	1	0.2%
Other values (539)	539	86.2%
(Missing)	76	12.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	1734	5.8%
and	1070	3.6%
of	868	2.9%
a	836	2.8%
to	741	2.5%
in	548	1.8%
is	397	1.3%
with	305	1.0%
on	224	0.8%
his	219	0.7%
Other values (7609)	22882	76.7%

Most occurring characters

Value	Count	Frequency (%)
	29208	16.1%
e	17024	9.4%
t	11431	6.3%
a	11054	6.1%
o	10509	5.8%
n	10182	5.6%
i	10171	5.6%
s	9358	5.1%
r	8873	4.9%
h	7120	3.9%
Other values (163)	56823	31.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	137830	75.8%
Space Separator	29292	16.1%
Uppercase Letter	5271	2.9%
Other Punctuation	4879	2.7%
Math Symbol	3343	1.8%
Decimal Number	534	0.3%
Dash Punctuation	458	0.3%
Open Punctuation	50	< 0.1%
Close Punctuation	50	< 0.1%
Other Letter	21	< 0.1%
Other values (5)	25	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	17024	12.4%
t	11431	8.3%
a	11054	8.0%
o	10509	7.6%
n	10182	7.4%
i	10171	7.4%
s	9358	6.8%
r	8873	6.4%
h	7120	5.2%
l	5694	4.1%
Other values (66)	36414	26.4%

Uppercase Letter

Value	Count	Frequency (%)
T	554	10.5%
S	428	8.1%
A	383	7.3%
W	317	6.0%
C	314	6.0%
M	261	5.0%
H	256	4.9%
B	223	4.2%
F	200	3.8%
L	200	3.8%
Other values (24)	2135	40.5%

Other Letter

Value	Count	Frequency (%)
ム	1	4.8%
掷	1	4.8%
澳	1	4.8%
门	1	4.8%
往	1	4.8%
事	1	4.8%
之	1	4.8%
孤	1	4.8%
注	1	4.8%
一	1	4.8%
Other values (11)	11	52.4%

Other Punctuation

Value	Count	Frequency (%)
,	1716	35.2%
.	1469	30.1%
/	869	17.8%
'	375	7.7%
"	176	3.6%
!	90	1.8%
:	65	1.3%
?	64	1.3%
;	29	0.6%
&	11	0.2%
Other values (4)	15	0.3%

Decimal Number

Value	Count	Frequency (%)
0	133	24.9%
1	109	20.4%
2	98	18.4%
9	56	10.5%
5	29	5.4%
3	28	5.2%
8	27	5.1%
4	22	4.1%
7	21	3.9%
6	11	2.1%

Math Symbol

Value	Count	Frequency (%)
<	1671	50.0%
>	1671	50.0%
+	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	417	91.0%
—	22	4.8%
–	19	4.1%

Space Separator

Value	Count	Frequency (%)
	29208	99.7%
	84	0.3%

Open Punctuation

Value	Count	Frequency (%)
(	49	98.0%
[	1	2.0%

Close Punctuation

Value	Count	Frequency (%)
)	49	98.0%
]	1	2.0%

Currency Symbol

Value	Count	Frequency (%)
$	4	80.0%
₴	1	20.0%

Format

Value	Count	Frequency (%)
‎	14	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	4	100.0%

Other Symbol

Value	Count	Frequency (%)
✪	1	100.0%

Modifier Letter

Value	Count	Frequency (%)
ー	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	142693	78.5%
Common	38631	21.3%
Cyrillic	408	0.2%
Han	17	< 0.1%
Katakana	4	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	17024	11.9%
t	11431	8.0%
a	11054	7.7%
o	10509	7.4%
n	10182	7.1%
i	10171	7.1%
s	9358	6.6%
r	8873	6.2%
h	7120	5.0%
l	5694	4.0%
Other values (65)	41277	28.9%

Common

Value	Count	Frequency (%)
	29208	75.6%
,	1716	4.4%
<	1671	4.3%
>	1671	4.3%
.	1469	3.8%
/	869	2.2%
-	417	1.1%
'	375	1.0%
"	176	0.5%
0	133	0.3%
Other values (32)	926	2.4%

Cyrillic

Value	Count	Frequency (%)
е	39	9.6%
о	38	9.3%
и	38	9.3%
т	38	9.3%
а	26	6.4%
с	26	6.4%
н	24	5.9%
м	23	5.6%
в	16	3.9%
р	15	3.7%
Other values (25)	125	30.6%

Han

Value	Count	Frequency (%)
掷	1	5.9%
澳	1	5.9%
门	1	5.9%
往	1	5.9%
事	1	5.9%
之	1	5.9%
孤	1	5.9%
注	1	5.9%
一	1	5.9%
左	1	5.9%
Other values (7)	7	41.2%

Katakana

Value	Count	Frequency (%)
ム	1	25.0%
ダ	1	25.0%
ス	1	25.0%
タ	1	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	181101	99.6%
Cyrillic	408	0.2%
None	154	0.1%
Punctuation	66	< 0.1%
CJK	17	< 0.1%
Katakana	5	< 0.1%
Currency Symbols	1	< 0.1%
Dingbats	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	29208	16.1%
e	17024	9.4%
t	11431	6.3%
a	11054	6.1%
o	10509	5.8%
n	10182	5.6%
i	10171	5.6%
s	9358	5.2%
r	8873	4.9%
h	7120	3.9%
Other values (75)	56171	31.0%

None

Value	Count	Frequency (%)
	84	54.5%
é	12	7.8%
ä	10	6.5%
ö	6	3.9%
ø	6	3.9%
ü	5	3.2%
á	4	2.6%
å	4	2.6%
Í	3	1.9%
Å	2	1.3%
Other values (14)	18	11.7%

Cyrillic

Value	Count	Frequency (%)
е	39	9.6%
о	38	9.3%
и	38	9.3%
т	38	9.3%
а	26	6.4%
с	26	6.4%
н	24	5.9%
м	23	5.6%
в	16	3.9%
р	15	3.7%
Other values (25)	125	30.6%

Punctuation

Value	Count	Frequency (%)
—	22	33.3%
–	19	28.8%
‎	14	21.2%
…	7	10.6%
‘	4	6.1%

Currency Symbols

Value	Count	Frequency (%)
₴	1	100.0%

Dingbats

Value	Count	Frequency (%)
✪	1	100.0%

Katakana

Value	Count	Frequency (%)
ム	1	20.0%
ダ	1	20.0%
ス	1	20.0%
タ	1	20.0%
ー	1	20.0%

CJK

Value	Count	Frequency (%)
掷	1	5.9%
澳	1	5.9%
门	1	5.9%
往	1	5.9%
事	1	5.9%
之	1	5.9%
孤	1	5.9%
注	1	5.9%
一	1	5.9%
左	1	5.9%
Other values (7)	7	41.2%

type
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	11
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

Scripted	265
Documentary	87
Animation	85
Talk Show	62
Reality	56
Other values (6)	70

Length

Max length	11
Median length	10
Mean length	8.456
Min length	4

Characters and Unicode

Total characters	5285
Distinct characters	28
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.2%

Sample

1st row	Reality
2nd row	Scripted
3rd row	Documentary
4th row	Animation
5th row	Animation

Common Values

Value	Count	Frequency (%)
Scripted	265	42.4%
Documentary	87	13.9%
Animation	85	13.6%
Talk Show	62	9.9%
Reality	56	9.0%
Variety	24	3.8%
Sports	21	3.4%
Game Show	15	2.4%
News	6	1.0%
Award Show	3	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
scripted	265	37.5%
documentary	87	12.3%
animation	85	12.0%
show	81	11.5%
talk	62	8.8%
reality	56	7.9%
variety	24	3.4%
sports	21	3.0%
game	15	2.1%
news	6	0.8%
Other values (2)	4	0.6%

Most occurring characters

Value	Count	Frequency (%)
t	538	10.2%
i	515	9.7%
e	454	8.6%
r	400	7.6%
S	367	6.9%
c	352	6.7%
a	333	6.3%
p	286	5.4%
o	274	5.2%
d	268	5.1%
Other values (18)	1498	28.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4498	85.1%
Uppercase Letter	706	13.4%
Space Separator	81	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	538	12.0%
i	515	11.4%
e	454	10.1%
r	400	8.9%
c	352	7.8%
a	333	7.4%
p	286	6.4%
o	274	6.1%
d	268	6.0%
n	258	5.7%
Other values (8)	820	18.2%

Uppercase Letter

Value	Count	Frequency (%)
S	367	52.0%
A	88	12.5%
D	87	12.3%
T	62	8.8%
R	56	7.9%
V	24	3.4%
G	15	2.1%
N	6	0.8%
P	1	0.1%

Space Separator

Value	Count	Frequency (%)
	81	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5204	98.5%
Common	81	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	538	10.3%
i	515	9.9%
e	454	8.7%
r	400	7.7%
S	367	7.1%
c	352	6.8%
a	333	6.4%
p	286	5.5%
o	274	5.3%
d	268	5.1%
Other values (17)	1417	27.2%

Common

Value	Count	Frequency (%)
	81	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5285	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	538	10.2%
i	515	9.7%
e	454	8.6%
r	400	7.6%
S	367	6.9%
c	352	6.7%
a	333	6.3%
p	286	5.4%
o	274	5.2%
d	268	5.1%
Other values (18)	1498	28.3%

updated
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	625
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1638604640

Minimum	1602172227
Maximum	1659299828
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	1602172227
5-th percentile	1608706464
Q1	1621111886
median	1644650582
Q3	1653930560
95-th percentile	1658900558
Maximum	1659299828
Range	57127601
Interquartile range (IQR)	32818674

Descriptive statistics

Standard deviation	17769668.08
Coefficient of variation (CV)	0.01084439019
Kurtosis	-1.200334513
Mean	1638604640
Median Absolute Deviation (MAD)	12201916
Skewness	-0.5512415508
Sum	1.0241279 × 10¹²
Variance	3.157611035 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1608499007	1	0.2%
1639836499	1	0.2%
1620017950	1	0.2%
1658668897	1	0.2%
1625033667	1	0.2%
1657475723	1	0.2%
1648054757	1	0.2%
1638210727	1	0.2%
1659201806	1	0.2%
1656963699	1	0.2%
Other values (615)	615	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1602172227	1	0.2%
1603467037	1	0.2%
1604587119	1	0.2%
1604587145	1	0.2%
1607104092	1	0.2%
1607167585	1	0.2%
1607278887	1	0.2%
1607382073	1	0.2%
1607464618	1	0.2%
1607548768	1	0.2%

Value	Count	Frequency (%)
1659299828	1	0.2%
1659280427	1	0.2%
1659280351	1	0.2%
1659280012	1	0.2%
1659261702	1	0.2%
1659260906	1	0.2%
1659238831	1	0.2%
1659209741	1	0.2%
1659201806	1	0.2%
1659190965	1	0.2%

url
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	625
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	5.0 KiB

https://www.tvmaze.com/shows/41648/sim-for-you	1
https://www.tvmaze.com/shows/49484/bare-knuckle-fighting-championship	1
https://www.tvmaze.com/shows/54837/my-lecturer-my-husband	1
https://www.tvmaze.com/shows/62306/rainbow-high	1
https://www.tvmaze.com/shows/23401/mickey-mouse-mixed-up-adventures	1
Other values (620)	620

Length

Max length	85
Median length	69
Mean length	51.208
Min length	38

Characters and Unicode

Total characters	32005
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	625 ?
Unique (%)	100.0%

Sample

1st row	https://www.tvmaze.com/shows/41648/sim-for-you
2nd row	https://www.tvmaze.com/shows/52198/kotiki
3rd row	https://www.tvmaze.com/shows/52933/lab-s-antonom-belaevym
4th row	https://www.tvmaze.com/shows/51336/core-sense
5th row	https://www.tvmaze.com/shows/54033/wu-shen-zhu-zai

Common Values

Value	Count	Frequency (%)
https://www.tvmaze.com/shows/41648/sim-for-you	1	0.2%
https://www.tvmaze.com/shows/49484/bare-knuckle-fighting-championship	1	0.2%
https://www.tvmaze.com/shows/54837/my-lecturer-my-husband	1	0.2%
https://www.tvmaze.com/shows/62306/rainbow-high	1	0.2%
https://www.tvmaze.com/shows/23401/mickey-mouse-mixed-up-adventures	1	0.2%
https://www.tvmaze.com/shows/49721/madagascar-a-little-wild	1	0.2%
https://www.tvmaze.com/shows/60427/justimus-esittaa-duo	1	0.2%
https://www.tvmaze.com/shows/41192/just-roll-with-it	1	0.2%
https://www.tvmaze.com/shows/43883/the-amber-ruffin-show	1	0.2%
https://www.tvmaze.com/shows/45090/the-last-drive-in-with-joe-bob-briggs	1	0.2%
Other values (615)	615	98.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.tvmaze.com/shows/41648/sim-for-you	1	0.2%
https://www.tvmaze.com/shows/55016/ling-jian-zun	1	0.2%
https://www.tvmaze.com/shows/52984/konusanlar	1	0.2%
https://www.tvmaze.com/shows/52933/lab-s-antonom-belaevym	1	0.2%
https://www.tvmaze.com/shows/51336/core-sense	1	0.2%
https://www.tvmaze.com/shows/54033/wu-shen-zhu-zai	1	0.2%
https://www.tvmaze.com/shows/61674/sono-koi-mousukoshi-atatamemasuka	1	0.2%
https://www.tvmaze.com/shows/52038/please-wait-brother	1	0.2%
https://www.tvmaze.com/shows/52373/fearless-whispers	1	0.2%
https://www.tvmaze.com/shows/57339/mafia-nights	1	0.2%
Other values (615)	615	98.4%

Most occurring characters

Value	Count	Frequency (%)
/	3125	9.8%
w	2642	8.3%
t	2526	7.9%
s	2510	7.8%
o	1915	6.0%
e	1672	5.2%
h	1594	5.0%
m	1544	4.8%
a	1395	4.4%
.	1250	3.9%
Other values (30)	11832	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22698	70.9%
Other Punctuation	5000	15.6%
Decimal Number	3173	9.9%
Dash Punctuation	1134	3.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	2642	11.6%
t	2526	11.1%
s	2510	11.1%
o	1915	8.4%
e	1672	7.4%
h	1594	7.0%
m	1544	6.8%
a	1395	6.1%
c	875	3.9%
p	798	3.5%
Other values (16)	5227	23.0%

Decimal Number

Value	Count	Frequency (%)
5	544	17.1%
4	402	12.7%
2	340	10.7%
1	339	10.7%
3	308	9.7%
0	270	8.5%
6	263	8.3%
9	251	7.9%
8	241	7.6%
7	215	6.8%

Other Punctuation

Value	Count	Frequency (%)
/	3125	62.5%
.	1250	25.0%
:	625	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1134	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22698	70.9%
Common	9307	29.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	2642	11.6%
t	2526	11.1%
s	2510	11.1%
o	1915	8.4%
e	1672	7.4%
h	1594	7.0%
m	1544	6.8%
a	1395	6.1%
c	875	3.9%
p	798	3.5%
Other values (16)	5227	23.0%

Common

Value	Count	Frequency (%)
/	3125	33.6%
.	1250	13.4%
-	1134	12.2%
:	625	6.7%
5	544	5.8%
4	402	4.3%
2	340	3.7%
1	339	3.6%
3	308	3.3%
0	270	2.9%
Other values (4)	970	10.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32005	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	3125	9.8%
w	2642	8.3%
t	2526	7.9%
s	2510	7.8%
o	1915	6.0%
e	1672	5.2%
h	1594	5.0%
m	1544	4.8%
a	1395	4.4%
.	1250	3.9%
Other values (30)	11832	37.0%

webChannel_id
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	138
Distinct (%)	22.7%
Missing	17
Missing (%)	2.7%
Infinite	0
Infinite (%)	0.0%
Mean	150.0197368

Minimum	1
Maximum	533
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	21
median	103.5
Q3	281
95-th percentile	416.65
Maximum	533
Range	532
Interquartile range (IQR)	260

Descriptive statistics

Standard deviation	145.9210127
Coefficient of variation (CV)	0.9726787673
Kurtosis	-0.8046353534
Mean	150.0197368
Median Absolute Deviation (MAD)	82.5
Skewness	0.7186437536
Sum	91212
Variance	21292.94195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	145	23.2%
1	38	6.1%
104	26	4.2%
238	25	4.0%
3	15	2.4%
173	12	1.9%
329	12	1.9%
67	12	1.9%
88	11	1.8%
15	10	1.6%
Other values (128)	302	48.3%
(Missing)	17	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	38	6.1%
2	3	0.5%
3	15	2.4%
12	3	0.5%
15	10	1.6%
20	3	0.5%
21	145	23.2%
22	1	0.2%
26	5	0.8%
30	9	1.4%

Value	Count	Frequency (%)
533	1	0.2%
518	2	0.3%
516	1	0.2%
510	1	0.2%
507	1	0.2%
506	1	0.2%
498	1	0.2%
493	2	0.3%
471	1	0.2%
464	1	0.2%

weight
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	100
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.6752

Minimum	0
Maximum	100
Zeros	7
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	5.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	14
median	32
Q3	56
95-th percentile	92
Maximum	100
Range	100
Interquartile range (IQR)	42

Descriptive statistics

Standard deviation	27.72608306
Coefficient of variation (CV)	0.7359239782
Kurtosis	-0.6310272473
Mean	37.6752
Median Absolute Deviation (MAD)	19
Skewness	0.6699074547
Sum	23547
Variance	768.7356821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	28	4.5%
8	26	4.2%
12	21	3.4%
11	17	2.7%
32	16	2.6%
7	16	2.6%
3	14	2.2%
29	14	2.2%
13	13	2.1%
39	13	2.1%
Other values (90)	447	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	1.1%
1	12	1.9%
2	4	0.6%
3	14	2.2%
4	5	0.8%
5	7	1.1%
6	9	1.4%
7	16	2.6%
8	26	4.2%
9	2	0.3%

Value	Count	Frequency (%)
100	2	0.3%
99	3	0.5%
98	2	0.3%
97	4	0.6%
96	4	0.6%
95	4	0.6%
94	9	1.4%
93	3	0.5%
92	3	0.5%
91	3	0.5%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	show_id	url	name	type	language	genres	status	runtime	averageRuntime	premiered	ended	officialSite	schedule_time	schedule_days	rating_average	weight	network	summary	updated	image	links_self_href	links_previousepisode_href	links_nextepisode_href	webChannel_id	network_id
0	41648	https://www.tvmaze.com/shows/41648/sim-for-you	Sim for You	Reality	Korean	[]	Running	16.0	16.0	2019-03-25	None	https://www.vlive.tv/video/121637		['Monday', 'Wednesday', 'Friday']	NaN	63	NaN	<p><b>Sim for You</b> is a reality series that chronicles each EXO member's life and reveal stories from their everyday life as a series.</p>	1608499007	NaN	https://api.tvmaze.com/shows/41648	https://api.tvmaze.com/episodes/1988862	NaN	122.0	NaN
1	52198	https://www.tvmaze.com/shows/52198/kotiki	Котики	Scripted	Russian	['Comedy']	Ended	12.0	12.0	2020-11-30	2020-12-11	http://epic-media.ru/project/kotiki	10:00	['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday']	NaN	11	NaN	None	1637555191	NaN	https://api.tvmaze.com/shows/52198	https://api.tvmaze.com/episodes/1986873	NaN	510.0	NaN
2	52933	https://www.tvmaze.com/shows/52933/lab-s-antonom-belaevym	LAB с Антоном Беляевым	Documentary	Russian	['Music']	To Be Determined	26.0	25.0	2019-12-17	None	https://premier.one/show/lab-laboratoriya-muzyki-antona-belyaeva	23:45	['Saturday']	NaN	40	NaN	<p>Russian music artists reveal themselves from unexpected sides in the Anton Belyaev's show.</p>	1654035738	NaN	https://api.tvmaze.com/shows/52933	https://api.tvmaze.com/episodes/2245512	NaN	381.0	308.0
3	51336	https://www.tvmaze.com/shows/51336/core-sense	Core Sense	Animation	Chinese	['Action', 'Anime', 'Science-Fiction']	Running	24.0	24.0	2020-10-13	None	https://www.bilibili.com/bangumi/media/md28223064	10:00	['Tuesday']	NaN	31	NaN	<p>The power of beginnings, the energy of the core stone; one may find it good, one may find it evil. During a normal investigation, Yue Juntian finds himself drawn into the battle between the 'beginnings' of Yun City; Jiang Xin arrives in Yun City to stop Li Zunyuan's plan to take over. The two influence each other - one solves the mystery of their birth, the other redeems themselves. Together, they oppose Li Zunyuan.<br /> </p>	1604587119	NaN	https://api.tvmaze.com/shows/51336	https://api.tvmaze.com/episodes/1964569	NaN	51.0	NaN
4	54033	https://www.tvmaze.com/shows/54033/wu-shen-zhu-zai	Wu Shen Zhu Zai	Animation	Chinese	['Action', 'Adventure', 'Anime', 'Fantasy']	Running	8.0	8.0	2020-03-08	None	https://v.qq.com/detail/m/7q544xyrava3vxf.html	10:00	['Tuesday', 'Sunday']	NaN	81	NaN	<p>The protagonist Qin Chen, who was originally the top genius in the military domain, was conspired by the people to fall into the death canyon in the forbidden land of the mainland. Qin Chen, who was inevitably dead, unexpectedly triggered the power of the mysterious ancient sword.<br /><br />Three hundred years later, in a remote part of the Tianwu mainland, a boy of the same name accidentally inherited Qin Chen's will. As the beloved grandson of King Dingwu of the Daqi National Army, due to the birth father's birth, the mother and son were treated coldly in Dingwu's palace and lived together. In order to rewrite the myth of the strong man in hope of the sun, and to protect everything he loves, Qin Chen resolutely took up the responsibility of maintaining the five kingdoms of the world and set foot on the road of martial arts again.</p>	1649423444	NaN	https://api.tvmaze.com/shows/54033	https://api.tvmaze.com/episodes/2309431	https://api.tvmaze.com/episodes/2309432	104.0	NaN
5	61674	https://www.tvmaze.com/shows/61674/sono-koi-mousukoshi-atatamemasuka	Sono koi Mousukoshi Atatamemasuka	Scripted	Japanese	['Romance']	Ended	15.0	15.0	2020-10-20	2020-12-22	https://www.paravi.jp/static/koisuko	22:00	['Tuesday']	NaN	1	NaN	<p>It's spin-off drama of <b>"Kono Koi Atatamemasu ka"</b></p>	1650915213	NaN	https://api.tvmaze.com/shows/61674	https://api.tvmaze.com/episodes/2315117	NaN	342.0	NaN
6	52038	https://www.tvmaze.com/shows/52038/please-wait-brother	Please Wait, Brother	Scripted	Chinese	['Comedy']	Ended	37.0	37.0	2020-11-17	2020-12-08	None	12:00	['Tuesday', 'Wednesday', 'Thursday']	NaN	48	NaN	None	1607697965	NaN	https://api.tvmaze.com/shows/52038	https://api.tvmaze.com/episodes/1973545	NaN	104.0	NaN
7	52373	https://www.tvmaze.com/shows/52373/fearless-whispers	Fearless Whispers	Scripted	Chinese	['Drama', 'Romance', 'History']	Ended	60.0	60.0	2020-11-06	2020-12-01	None		['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday']	NaN	11	NaN	<p>A story revolving around a fresh graduate who holds an idealistic view of what's right and wrong, yet realizes that the very institution he chose to serve falls heavily onto a gray area caught in the struggles during chaotic times.</p>	1607717005	NaN	https://api.tvmaze.com/shows/52373	https://api.tvmaze.com/episodes/1984264	NaN	NaN	1282.0
8	55016	https://www.tvmaze.com/shows/55016/ling-jian-zun	Ling Jian Zun	Animation	Chinese	['Anime']	Running	10.0	10.0	2019-01-15	None	https://v.qq.com/x/cover/2w2legt0g8z26al.html		['Tuesday', 'Friday']	NaN	52	NaN	<p>The strong man was attacked and returned to his youth. He became the weakest waste young lord. He will never let go of the enemy of the previous life in this life and must make up the regret of the previous life in this life! By the time the Spirit Sword is powerful, the protagonist will be supreme in the three worlds between heaven and earth! If there is someone doesn't obey him, he will kill him with the sword!</p><p><br /> </p>	1653895786	NaN	https://api.tvmaze.com/shows/55016	https://api.tvmaze.com/episodes/2336755	NaN	104.0	NaN
9	57339	https://www.tvmaze.com/shows/57339/mafia-nights	Mafia Nights	Reality	Persian	[]	Running	90.0	90.0	2020-11-17	None	None	08:00	['Sunday']	NaN	6	NaN	<p><b>Mafia Nights</b> is an Iranian television series in the family, social and enigmatic genres, directed by Saeid Aboutaleb. This series is based on the Mafia game. In each season of this series, one of the film and television actors invites 12 of his friends to play Mafia, and they, together with Mohammad Reza Alimardani, who is called the leader or organizer of the game, make the game completely real without the intervention of the directing team. They do. It started broadcasting on Tuesday, November 18, 2020 on the home theater network and will be distributed weekly on Tuesdays.</p><p><br /> </p>	1655911775	NaN	https://api.tvmaze.com/shows/57339	https://api.tvmaze.com/episodes/2299087	NaN	507.0	NaN

Last rows

	show_id	url	name	type	language	genres	status	runtime	averageRuntime	premiered	ended	officialSite	schedule_time	schedule_days	rating_average	weight	network	summary	updated	image	links_self_href	links_previousepisode_href	links_nextepisode_href	webChannel_id	network_id
615	55288	https://www.tvmaze.com/shows/55288/lord-xue-ying	Lord Xue Ying	Animation	Chinese	[]	Running	20.0	20.0	2018-12-20	None	https://v.qq.com/detail/s/sifd2an7kx2h9h8.html		['Monday']	NaN	17	NaN	<p>In the Tranquil Sun province of the empire, there exists an unremarkable lordship known as Xue Ying Territory! This is the home of the Dong Bo clan, the clan of our hero Xue Ying! His father, a commoner turned noble; his mother, a noble who abandoned her clan for love, and his brother, an innocent toddler. But peace cannot last forever, Xue Ying's peaceful life is shattered, and the only way to reclaim it is through power! (Source: Novel Updates)</p><p><br /> </p>	1648280587	NaN	https://api.tvmaze.com/shows/55288	https://api.tvmaze.com/episodes/2301754	NaN	104.0	NaN
616	44343	https://www.tvmaze.com/shows/44343/aynen-aynen	Aynen Aynen	Scripted	Turkish	['Comedy', 'Romance']	Running	5.0	7.0	2019-08-01	None	https://www.blutv.com/int/diziler/yerli/aynen-aynen		['Friday']	NaN	37	NaN	<p>The series tells the story of Emir and Nil's entertaining relationship by explaining the relationship between men and women in a humorous as well as realistic language. We see the situations in which Nil and Emir want to show themselves to the other party in the relationship and in fact their own real thoughts.</p>	1644468481	NaN	https://api.tvmaze.com/shows/44343	https://api.tvmaze.com/episodes/2132467	NaN	222.0	NaN
617	19355	https://www.tvmaze.com/shows/19355/loudermilk	Loudermilk	Scripted	English	['Comedy']	To Be Determined	NaN	30.0	2017-10-17	None	None		[]	6.8	94	NaN	<p>This series centers on <b>Loudermilk </b>who is a recovering alcoholic and substance-abuse counselor with an extremely bad attitude about everything. He is unapologetically uncensored and has managed to piss off everyone. Although he has his drinking under control, Loudermilk's life is one step forward and 12 steps backwards.</p>	1633453569	NaN	https://api.tvmaze.com/shows/19355	https://api.tvmaze.com/episodes/1998683	NaN	3.0	NaN
618	32649	https://www.tvmaze.com/shows/32649/chilling-adventures-of-sabrina	Chilling Adventures of Sabrina	Scripted	English	['Horror', 'Romance', 'Supernatural']	Ended	NaN	57.0	2018-10-26	2020-12-31	https://www.netflix.com/title/80223989		[]	7.5	97	NaN	<p><b>Chilling Adventures of Sabrina</b> reimagines the origin & adventures of Sabrina the Teenage Witch as a dark coming-of-age story that traffics in horror, the occult and, of course, witchcraft. This adaptation finds Sabrina wrestling to reconcile her dual nature —half-witch, half-mortal — while standing against the evil forces that threaten her, her family and the daylight world humans inhabit.</p>	1656613542	NaN	https://api.tvmaze.com/shows/32649	https://api.tvmaze.com/episodes/1949336	NaN	1.0	NaN
619	34187	https://www.tvmaze.com/shows/34187/super-power-beat-down	Super Power Beat Down	Scripted	None	[]	Running	10.0	10.0	2012-03-15	None	None		[]	NaN	34	NaN	None	1609438777	NaN	https://api.tvmaze.com/shows/34187	https://api.tvmaze.com/episodes/1996786	NaN	21.0	NaN
620	51826	https://www.tvmaze.com/shows/51826/strange-heart	Strange Heart	Scripted	Tagalog	['Drama', 'Romance']	Ended	25.0	26.0	2020-10-26	2020-12-31	https://www.youtube.com/playlist?list=PLJPWxm3cDzKIgxaWEF4BxAhgqBheqMBxs		[]	NaN	11	NaN	<p>They said, there's nothing wrong about love. But what if it is against our culture?</p><p><b>Strange Heart </b>is a story about family, love, and destiny. This will address some of the cultural issues about same-sex relationship. It shows the supremacy of love that really answers all the uncertainties and addresses the challenges through acceptance. </p><p>Love is inevitable and irreversible. Kristof and Joshua will face this reality as if nobody is in-charge, no matter what it takes.</p>	1616293828	NaN	https://api.tvmaze.com/shows/51826	https://api.tvmaze.com/episodes/2050241	NaN	21.0	NaN
621	52847	https://www.tvmaze.com/shows/52847/three-men-four-wheels	Three Men Four Wheels	Reality	English	[]	Running	NaN	NaN	2020-12-31	None	https://www.discoveryplus.co.uk/show/three-men-four-wheels		[]	NaN	35	NaN	<p>Antique and classic car dealer Drew Pritchard, motoring broadcaster Andy Jaye and racing driver Marino Franchitti set out to discover the greatest racing cars of all time.</p>	1611132125	NaN	https://api.tvmaze.com/shows/52847	https://api.tvmaze.com/episodes/2001674	NaN	173.0	NaN
622	53581	https://www.tvmaze.com/shows/53581/thursday-night	Thursday Night	Talk Show	Arabic	['Comedy', 'Family', 'Music']	Running	60.0	60.0	2020-12-31	None	https://shahid.mbc.net/en/shows/Laylat-Al-Khamis/show-827261	23:00	['Thursday']	NaN	21	NaN	<p>Join Yasmin Ezz and her celebrity guests as they sing, laugh and exchange stories in her latest talk show, <b>Thursday Night</b>.</p>	1615629856	NaN	https://api.tvmaze.com/shows/53581	https://api.tvmaze.com/episodes/2046124	NaN	379.0	1808.0
623	59380	https://www.tvmaze.com/shows/59380/forteresses-assiegees-batailles-de-legende	Forteresses assiégées, batailles de légende	Documentary	French	[]	Running	51.0	52.0	2020-12-31	None	https://www.zed.fr/fr/tv/distribution/catalogue/programme/forteresses-assiegees-batailles-de-legende		['Thursday']	NaN	1	NaN	<p>Built at strategic points, and fitted with impressive fortifications and ingenious systems to counter attacks, fortresses are thought to be impenetrable. And yet, certain skillful warlords have successfully stormed them. How did they manage this?</p><p>By recounting how some of the most remarkable sieges - in ancient times or in medieval history - played out, this series revisits the construction of these megastructures and reveals the different strategies used to lay or to endure a siege. Thanks to CGI, dramatized scenes, and with the help of key experts, it immerses us in the compelling confrontation between the construction genius of the military strategists and the ingenuity of some exceptional warriors.</p>	1639070620	NaN	https://api.tvmaze.com/shows/59380	https://api.tvmaze.com/episodes/2234297	NaN	188.0	NaN
624	39441	https://www.tvmaze.com/shows/39441/carl-webers-the-family-business	Carl Weber's The Family Business	Scripted	English	['Drama', 'Crime', 'Thriller']	Running	60.0	60.0	2018-11-13	None	https://www.bet.plus/shows/the-family-business	21:00	[]	5.0	94	NaN	<p>Meet the Duncans, a prominent family from Jamaica, Queens living fast and luxurious. By day, they're an upstanding family; by night, they live a dangerous secret life. The patriarch of the family, L.C. Duncan, is at the age when he's starting to think about retirement and has to decide which of his children should take over his thriving exotic car dealership. The Duncans quickly come under siege from some of the top politicians, mafia and drug cartels in the city. The Duncans will have to stick together or die separately.</p>	1638411895	NaN	https://api.tvmaze.com/shows/39441	https://api.tvmaze.com/episodes/2194257	NaN	351.0	NaN

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